Project summary
Findings:
Twitter data
Here is a sample of the type of twitter information we obtained.
| created_at | tweet_id | full_text | user_id | user_location | geo_type | geo_coordinates | language | retweet_count | favorite_count | lat | lon |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Sat Apr 16 23:10:06 +0000 2016 | 7.214758e+17 | Don’t forget! argonautoysterbar every Monday night at @SBWineCollectiv! Who says you can’t… https://t.co/wv15dOudf5 | 2683395770 | 131 Anacapa Street, Suite C | Point | c(34.41492371, -119.69080081) | en | 0 | 0 | 34.41492 | -119.6908 |
| Mon Jul 18 16:41:31 +0000 2016 | 7.550801e+17 | Come in this week for our newest espresso offering! Introducing Finca Chayote from Costa Rica.… https://t.co/75RR41IzV0 | 79255524 | Santa Barbara | Point | c(34.418833, -119.695292) | en | 0 | 1 | 34.41883 | -119.6953 |
| Fri Dec 11 01:22:31 +0000 2015 | 6.751235e+17 | #ChristmasLights @ The Mesa https://t.co/mUbWlkA4Zy | 598602591 | Santa Barbara | Point | c(34.4051208, -119.7215424) | en | 0 | 0 | 34.40512 | -119.7215 |
| Mon Sep 03 23:10:37 +0000 2018 | 1.036753e+18 | Good morning pages. Thank you. Thank you. Thank you. Overwhelmed with gratitude for this glorious weekend of so much love, adventure, and blessings. 💖 #createyourbestlife @ Santa Barbara,… https://t.co/JEhtKiqrSE | 195250327 | Los Angeles, CA | Point | c(34.4258, -119.714) | en | 0 | 0 | 34.42580 | -119.7140 |
| Sun Mar 15 02:17:47 +0000 2015 | 5.769303e+17 | Update: It actually gets better http://t.co/bnZFQpnDHm | 33143542 | San Francisco, CA | Point | c(34.40927524, -119.85860724) | en | 0 | 1 | 34.40928 | -119.8586 |
| Sun Jun 04 06:16:28 +0000 2017 | 8.712493e+17 | Going up the coast next weekend to crack some cold ones with the boys. @Fallujah_71 is taking… https://t.co/wOX67kbMKj | 3165777576 | Los Angeles, CA | Point | c(34.4258, -119.714) | en | 0 | 0 | 34.42580 | -119.7140 |
| Sat May 09 20:00:16 +0000 2015 | 5.971290e+17 | VACATION!!! (@ Fess Parker’s Doubletree Resort in Santa Barbara, CA) https://t.co/2i3nQpmc7s | 58954631 | NA | Point | c(34.41671154, -119.67623413) | fr | 0 | 0 | 34.41671 | -119.6762 |
| Mon Dec 12 04:51:28 +0000 2016 | 8.081724e+17 | Sixth and hill links. You most likely need a Cuban for Christmas or the new year. . Wolf’s… https://t.co/W4xp4ncxvM | 246578185 | Santa Barbara, CA | Point | c(34.4166923, -119.6951291) | en | 0 | 0 | 34.41669 | -119.6951 |
| Fri Jul 29 20:47:49 +0000 2016 | 7.591283e+17 | Look who’s on the train coming to meet us in Ventura! #ezekiel #auggie bnoblelindsay @ Santa… https://t.co/oBqmMSHMIN | 37075938 | San Diego | Point | c(34.41387307, -119.68731051) | en | 0 | 1 | 34.41387 | -119.6873 |
| Sat Apr 04 18:39:22 +0000 2015 | 5.844250e+17 | Spring has sprung. Everyone is making the chop ✂️ #lob #ShortHairClub #stylist #cutoftheyear @ The… https://t.co/ECntwsuGua | 867406032 | Santa Barbara, California | Point | c(34.421415, -119.656332) | en | 0 | 0 | 34.42142 | -119.6563 |
Required crimson hexagon access
As you zoom in on the map, clusters will disaggregate. You can click on blue points to see the tweet.